Real market signals · no guessing · no vanity metrics

Stop building SaaSnobody wants.

Validate your niche before you write a line of code. Get a GO, CAUTION, or AVOID verdict in under 2 minutes.

2 min
avg time to verdict
5 blocks
deterministic scoring
Free
no account needed

Weekly Pain Report

Top validated niches this week

#4some-niche-idea-for-a-market
#5some-niche-idea-for-a-market
#6some-niche-idea-for-a-market

Run your own analysis to unlock more →

Real output

What a full analysis looks like

Niche

Invoice tracking for freelancers

74/100
GO74 / 100

BUILD for solopreneurs — ignore enterprise, price at $19/mo

Score breakdown

Demand
20/25
WTP
16/20
Competition
11/15
Market openness
15/25
Differentiation
12/15

Real user pain

9/10

I've lost thousands chasing late invoices. Every tool I've tried is either too complex or made for agencies, not solo devs.

r/freelanceWTP HIGH
7/10

Manually tracking which clients paid in a spreadsheet is embarrassing in 2025.

r/webdevWTP MEDIUM

Gap detected

No tool combines invoice creation + late-payment nudges + client payment history in a single lightweight dashboard for solo operators.

Full report also includes heatmap, top keywords, competitor ads, and warm leads.

Your turn

Score your niche

Describe any SaaS idea or problem space. Results in ~2 minutes.

Try:

Process

How it works

01

Describe your niche

Type any SaaS idea or problem space. No login, no credit card.

02

We find the signal

We locate real communities where your target users vent, complain, and ask for help.

03

Get your verdict

GO, CAUTION, or AVOID — with score breakdown, real quotes, and competitor data.